Alternatives and similar repositories for spacetimeformer

Users that are interested in spacetimeformer are comparing it to the libraries listed below

• AIStream-Peelout / flow-forecast
  Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
  ☆2,234Updated 2 weeks ago
• zalandoresearch / pytorch-ts
  PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
  ☆1,333Updated last year
• ServiceNow / N-BEATS
  N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started …
  ☆584Updated 3 years ago
• cure-lab / SCINet
  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…
  ☆660Updated 2 years ago
• KasperGroesLudvigsen / influenza_transformer
  PyTorch implementation of Transformer model used in "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"
  ☆258Updated 2 years ago
• nok-halfspace / Transformer-Time-Series-Forecasting
  ☆395Updated 4 years ago
• oliverguhr / transformer-time-series-prediction
  proof of concept for a transformer-based time series prediction model
  ☆1,435Updated 2 years ago
• philipperemy / n-beats
  Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.
  ☆891Updated 2 years ago
• gzerveas / mvts_transformer
  Multivariate Time Series Transformer, public version
  ☆850Updated 2 weeks ago
• JulesBelveze / time-series-autoencoder
  PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series
  ☆691Updated 6 months ago
• salesforce / DeepTime
  PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)
  ☆362Updated 5 months ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆714Updated last week
• maxjcohen / transformer
  Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
  ☆900Updated 2 years ago
• mattsherar / Temporal_Fusion_Transform
  Pytorch Implementation of Google's TFT
  ☆273Updated 5 years ago
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆539Updated last year
• dehoyosb / temporal_fusion_transformer_pytorch
  ☆230Updated 5 years ago
• laiguokun / multivariate-time-series-data
  ☆851Updated 8 years ago
• yuqinie98 / PatchTST
  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…
  ☆2,186Updated last year
• mlpotter / Transformer_Time_Series
  Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
  ☆591Updated 2 years ago
• zhihanyue / ts2vec
  A universal time series representation learning framework
  ☆764Updated last year
• cchallu / n-hits
  ☆184Updated 2 years ago
• cure-lab / LTSF-Linear
  [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
  ☆2,314Updated last year
• qingsongedu / time-series-transformers-review
  A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
  ☆2,876Updated last year
• LongxingTan / Time-series-prediction
  tfts: Time Series Deep Learning Models in TensorFlow
  ☆865Updated this week
• cchallu / nbeatsx
  ☆205Updated 3 years ago
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆538Updated last year
• lixus7 / Time-Series-Works-Conferences
  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
  ☆916Updated 6 months ago
• ngruver / llmtime
  ☆800Updated last year
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆368Updated last year
• WenjieDu / PyPOTS
  A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neur…
  ☆1,797Updated 2 weeks ago